Discover Awesome MCP Servers

Dynoxide

A DynamoDB-compatible database engine (Rust, SQLite-backed) whose MCP server exposes 34 DynamoDB tools: tables, items, query/scan, batch, transactions, PartiQL, TTL, tags, streams and snapshots

cangjie-knowledge-mcp

MCP server for Cangjie knowledge retrieval, enabling Java-to-Cangjie translation with API search, class members, examples, Java mappings, and error hints.

SubDownload

Public MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.

Advocu MCP Server

Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit professional activity reports via conversational AI, with support for multiple programs and rate-limited API access.

PinterestMCP

Read-only MCP server for exposing Pinterest boards, sections, pins, and imagery as a visual reference library. Enables ChatGPT and other clients to list, search, and retrieve Pinterest content through natural language.

kolas-mcp

MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KATS. Search calibration / testing / inspection / medical-testing / reference-material-production / proficiency-testing accredited organizations and standards via knab.go.kr + data.go.kr.

Perplexity Web-Search MCP

Enables AI assistants to perform real-time web and academic searches using Perplexity's Sonar API.

Euclid-MCP

MCP server for logical reasoning that turns facts into formal proofs using a deterministic inference engine with Prolog.

Azure DevOps MCP Server

A Model Context Protocol server that enables AI assistants to interact with Azure DevOps work items, projects, wikis, and boards through natural language.

ssc

MCP server for scraping product prices, offers, reviews, and details from Amazon, Google Shopping, Bol.com, and Coolblue via natural language commands, with spend-cap protections.

M365 Agent MCP

Remote MCP server for ChatGPT workspace agents to access Microsoft 365 mailboxes, enabling listing, searching, reading, and sending emails with per-agent mailbox isolation.

openclaw-upgrade-orchestrator-mcp

Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployment against a hand-curated catalog of version-specific known regressions, captures pre-upgrade snapshots, diffs them against post-upgrade state, and emits step-by-step upgrade + rollback guides.

mcp-meeting-rooms

Enables AI agents to browse, search, and book meeting rooms across multiple buildings with realistic seed data and conflict detection.

1C MCP Toolkit

Integrates AI agents with 1C:Enterprise databases via MCP and REST API, supporting a built-in HTTP server (no Python required) or a Python proxy mode.

DevPulse PM Agent

Gives Claude four decision tools for product management: rank backlog, mine customer feedback, size sprint capacity, and trace dependency risk, all grounded in JSON data.

Garmin MCP Gateway

Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin Connect accounts to Claude, enabling natural language access to Garmin tools.

legal-doc-intelligence

MCP server that analyzes legal documents, extracts key clauses, identifies risks, and summarizes contracts. 8 tools for AI agents needing legal document intelligence.

gmail-mcp

A minimal MCP server that enables Claude to search, read, and manage Gmail messages and threads using official Google API libraries. It supports actions like sending emails, creating drafts, replying to threads, and managing labels through secure OAuth2 authentication.

Gavriel MCP

Local MCP server that exposes the Gavriel alarm monitoring API as tools for AI agents, enabling ticket, event, account, and intervention management with read and write capabilities.

SEAO procurement-intelligence MCP server

A read-only Model Context Protocol server that lets an LLM analyst interrogate Quebec's SEAO public-procurement open data (security-services subset) in plain language.

therapistMCP

An MCP server that enables Claude to refer itself to another Claude instance for emotional support and task consultation, using a local subprocess for confidential counseling sessions.

EXIF MCP Server

Inspect and remove EXIF metadata locally through MCP tools. Supports reading EXIF, detecting GPS, summarizing privacy risks, and stripping EXIF from images.

claude-swarm-mcp

Orchestrates multiple Claude Code instances into a collaborative swarm for real-time task delegation, message exchange, and code snippet sharing. It features peer discovery, status tracking, and a centralized web dashboard to monitor coordinated activity across sessions.

novelai-mcp-server

Model Context Protocol (MCP) server for NovelAI image generation. Create high-quality anime art with advanced features like character positioning and V4 prompts.

Weather MCP Server

Provides current weather data and city comparisons for any location with support for metric/imperial units and optional forecasts.

DevContext

Workspace-aware MCP server that provides AI clients with structural code understanding via AST parsing, hybrid retrieval, and git history, enabling accurate code search, definition lookup, and blame analysis.

minimax-coding-plan-mcp

Node.js MCP server for MiniMax's Token Plan, providing image understanding and web search capabilities.

Imagine if you could turn an LLM into a simulator

AgentTorch MCPサーバー - あなたのモデルがシミュレーションできると想像してみてください。

Nectar AI Facility Agent

MCP server that provides live facility data access and operational tools, enabling the AI agent to query sensor readings, HVAC status, energy usage, alerts, and execute confirmed maintenance actions.

opencode-vision-mcp

MCP server for image recognition via OpenRouter AI. It sends an image to a primary model (fast) and falls back to a secondary model if needed, returning a textual description.